One vertex per element, one color per generator, with an edge from x to x·s.
(2,4)(5,6,9,12)(7,10,13,16)(8,11,15,18)(14,17,19,20)(21,22,27,32)(23,33,35,44)(24,38,39,46)(25,30,26,31)(28,37,43,36)(29,41,45,40)(34,42,50,52)(47,49,51,48)(1,2,3,4)(5,7)(6,10)(8,14)(9,13)(11,17)(12,16)(15,19)(18,20)(21,23,25,36,27,35,26,37)(22,28,31,33,32,43,30,44)(24,34,41,49,39,50,40,48)(29,42,46,47,45,52,38,51)(7,13)(8,15)(10,16)(11,18)(21,24,26,40,27,39,25,41)(22,29,30,38,32,45,31,46)(23,34,37,48,35,50,36,49)(28,42,44,51,43,52,33,47)(5,8,9,15)(6,11,12,18)(7,14,13,19)(10,17,16,20)(23,35)(24,39)(28,43)(29,45)(33,44)(36,37)(38,46)(40,41)(7,13)(10,16)(14,19)(17,20)(21,25,27,26)(22,30,32,31)(23,36,35,37)(24,40,39,41)(28,44,43,33)(29,46,45,38)(34,48,50,49)(42,47,52,51)A Cayley diagram is a choice, not a fact about the group. Another drawing of this group — in a book, or on a different generating set — may look nothing like this one.